Udaykiran Suryadevara

Performed rubric-based evaluation of personalised LLM-generated responses within consumer health and wellness AI workflows, delivering structured quality assessments that directly informed model calibration cycles.

Delivered high-quality dataset creation, annotation, validation, and quality review for LLM and multimodal AI workflows, supporting downstream RLHF and supervised fine-tuning. Conducted rubric-based evaluations (including factuality and hallucination checks) and completed 6+ model-training support task types such as bounding box annotation and image-text/video-text alignment.

Led QA for vision-language model outputs, verifying video descriptions against actions, objects, and sequences and reducing mismatch and edge-case errors by over 25%. Reviewed video-level attributes and supported bounding box QA to improve labeling accuracy.

Evaluated 1,000+ LLM responses using RLHF-style methodologies across factuality, reasoning, alignment, and instruction-following dimensions. Identified hallucinations and edge cases and provided structured feedback to support model improvement workflows.

Developed and implemented a record-keeping system achieving 100% traceability of components and materials and maintained over 99% dimensional accuracy compliance across parts. Improved inspection documentation and process controls.

Executed ultrasonic, magnetic particle, and liquid penetrant testing on high-risk infrastructure to identify surface and subsurface defects and ensure component integrity. Maintained safety and testing compliance across projects.

Completed over 500 NDT inspections using radiographic and visual methods and assisted senior engineers with documentation of inspection findings and material testing reports. Ensured inspections adhered to safety and quality standards.

Conducted over 1,000 NDT inspections, identifying cracks, corrosion, and structural faults with a 97% detection rate to support manufacturing quality and safety. Performed routine inspections and reported findings for remediation.

Completed Bachelor of Technology in Mechanical Engineering, graduating in 2019.